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Qwen3 VL Embedding 8B
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Qwen3 VL Embedding 8B

huggingface.co·Infrastructure

Qwen3-VL-Embedding-8B-FP8 is a quantized vision-language model hosted on Hugging Face that generates embeddings for multimodal content. It supports tasks such as image-text retrieval, semantic search, and cross-modal similarity. The model is designed for developers integrating advanced embedding capabilities into local or self-hosted applications.

Open SourceApache-2.0
WebAPI
Q
Qwen3 VL Embedding 8B preview
Visit huggingface.co↗
⭐3.6k
stars
🍴583
forks
📋7
alternatives
✓3
features
📅2019
since

Overview

3 features

In the Foundation models & chat space, Qwen3 VL Embedding 8B takes a focused approach. It focuses on obtaining high-quality embeddings from vision and language inputs for retrieval and similarity tasks. It is built as an open-source project for developers. Qwen3 VL Embedding 8B is open source under the Apache-2.0 license. Qwen3 VL Embedding 8B is available on the web and API.

Behind Qwen3 VL Embedding 8B is RamManavalan, and the product first shipped in 2019. Development happens publicly on GitHub with 3.6k stars and 164 commits in the last 90 days. It operates in a well-populated space: PulseGate tracks 7 similar tools. Key capabilities include vision-language embedding, FP8 quantization, and multimodal retrieval.

  • ✓Vision-language embedding
  • ✓FP8 quantization
  • ✓Multimodal retrieval

Tags

vision-language-modelembedding-modelmultimodal-embeddingqwen3-variant

AI capabilities

TextInference: LocalWeights: Open

Built with & integrations

Hosting
aws
AI providers
local_oss
Runs on
BrowserAPI-only

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Privacy Policy✓ Terms of Service✓ Open Source✓ Free tier✓ Active maintenance
Legal
Privacy Policy →Terms of Service →

Recent events

Latest indexed changes and source events

  1. IndexedJul 21, 5:06 PM

    RamManavalan/Qwen3-VL-Embedding-8B-FP8 verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Qwen3 VL Embedding 8B

What does Qwen3 VL Embedding 8B do?
Qwen3 VL Embedding 8B focuses on obtaining high-quality embeddings from vision and language inputs for retrieval and similarity tasks. It is catalogued under Foundation models & chat on PulseGate.
Who is Qwen3 VL Embedding 8B for?
Qwen3 VL Embedding 8B is an open-source project built for developers.
Is Qwen3 VL Embedding 8B free?
Yes — Qwen3 VL Embedding 8B is open source under the Apache-2.0 license and free to use.
What platforms does Qwen3 VL Embedding 8B run on?
Qwen3 VL Embedding 8B runs on the web and API.
Is Qwen3 VL Embedding 8B still maintained?
PulseGate's liveness checks currently classify Qwen3 VL Embedding 8B as active. The GitHub repository shows 164 commits in the last 90 days.
What are alternatives to Qwen3 VL Embedding 8B?
Similar tools tracked by PulseGate include Qwen3 Embedding 8B, Qwen3 Embedding 4B, and Qwen3 Embedding 0.6B.Qwen3 Embedding 8BQwen3 Embedding 4BQwen3 Embedding 0.6B
Who makes Qwen3 VL Embedding 8B?
Qwen3 VL Embedding 8B is developed by RamManavalan.
When did Qwen3 VL Embedding 8B launch?
Qwen3 VL Embedding 8B first shipped in 2019.

At a glance

Pricing
Open Source
Platforms
Web
Languages
English
License
Apache-2.0
First seen
Jul 21, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
developers
Model
Open source
Solves
Obtaining high-quality embeddings from vision and language inputs for retrieval and similarity tasks.

Developer

RamManavalan
Community-driven

Open source

⭐ Stars
3,566
🍴 Forks
583
Open issues
128
Last commit
today
Commits 90d
164
Contributors
178
Authorship
Community-driven
Default branch
main
Latest release
0.12.0 · 1mo ago

Live coverage

Confidence
Medium · 70
Indexed
Jul 21, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
today
Identity audit (10)
Entity ID
cmruwonzi0cxrqoardm94r7pi
Slug
rammanavalan-qwen3-vl-embedding-8b-fp8-huggingface-co
Lifecycle last checked
Jul 21, 2026
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 21, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 21, 2026
Canonical URL
https://huggingface.co/RamManavalan/Qwen3-VL-Embedding-8B-FP8

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Other apps tracked under the same category.

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  • Qwen3 Embedding 0.6B
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  • Qwen3 VL 235B A22B Instruct
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  • Qwen3 Embedding 0.6B
    huggingface.co
  • Qwen3 VL 8B Instruct
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